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ResearchFormerly WizWand

Correlation to Accuracy Difference on Cora

0.32Correlation CoefficientRankSim
-0.2312-0.08810.0550.1981May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RankSimArch=GAT2026.050.32
PermProcArch=PGNN2026.050.29
ProcDistArch=PGNN2026.050.29
RSMDiffArch=PGNN2026.050.24
RankSimArch=PGNN2026.050.23
RSAArch=PGNN2026.050.21
PermProcArch=SAGE2026.050.18
SoftCorrArch=GCN2026.050.18
MagDiffArch=PGNN2026.050.18
DistCorrArch=PGNN2026.050.17
CKAArch=GCN2026.050.16
AngShapeArch=GCN2026.050.15
OrthProcArch=GCN2026.050.15
ConcDiffArch=GCN2026.050.15
AlignCosArch=SAGE2026.050.13
2nd-CosArch=PGNN2026.050.13
RTDArch=GAT2026.050.13
ConcDiffArch=PGNN2026.050.13
HardCorrArch=GCN2026.050.11
RBF-CKAArch=GCN2026.050.09
Multi-Scale CKAArch=GCN2026.050.09
ProcDistArch=GCN2026.050.08
EOSArch=SAGE2026.050.08
GULPArch=SAGE2026.050.08
MagDiffArch=GCN2026.050.08
AD-RBF-CKAArch=GCN2026.050.08
PWCCAArch=SAGE2026.050.07
RSMDiffArch=SAGE2026.050.07
JaccardArch=PGNN2026.050.07
Multi-Scale RBF-CKAArch=GCN2026.050.07
LinRegArch=GCN2026.050.06
RTDArch=GCN2026.050.06
AD-CKAArch=GCN2026.050.06
Multi-Scale DistCorrArch=GCN2026.050.06
RSAArch=SAGE2026.050.04
2nd-CosArch=SAGE2026.050.04
IMDArch=PGNN2026.050.04
AD-DistCorrArch=GCN2026.050.04
SoftCorrArch=GAT2026.050.03
DistCorrArch=GAT2026.050.03
AD-CKAArch=GAT2026.050.03
AD-DistCorrArch=GAT2026.050.03
CKAArch=GAT2026.050.02
RBF-CKAArch=GAT2026.050.02
JaccardArch=GCN2026.050.02
Multi-Scale RBF-CKAArch=GAT2026.050.02
AD-RBF-CKAArch=GAT2026.050.02
ProcDistArch=SAGE2026.050.01
DistCorrArch=GCN2026.050.01
RankSimArch=GCN2026.050
IMDArch=SAGE2026.050
Multi-Scale DistCorrArch=GAT2026.05-0.01
SVCCAArch=GCN2026.05-0.02
AngShapeArch=PGNN2026.05-0.02
OrthProcArch=PGNN2026.05-0.02
SoftCorrArch=PGNN2026.05-0.02
GULPArch=PGNN2026.05-0.02
Multi-Scale CKAArch=GAT2026.05-0.02
IMDArch=GAT2026.05-0.03
EOSArch=PGNN2026.05-0.04
UnifDiffArch=SAGE2026.05-0.04
PWCCAArch=GCN2026.05-0.05
SoftCorrArch=SAGE2026.05-0.05
EOSArch=GAT2026.05-0.05
AlignCosArch=PGNN2026.05-0.08
CKAArch=PGNN2026.05-0.08
PWCCAArch=PGNN2026.05-0.09
UnifDiffArch=GAT2026.05-0.09
2nd-CosArch=GCN2026.05-0.1
RankSimArch=SAGE2026.05-0.1
IMDArch=GCN2026.05-0.1
UnifDiffArch=GCN2026.05-0.1
AD-CKAArch=SAGE2026.05-0.1
HardCorrArch=SAGE2026.05-0.11
LinRegArch=GAT2026.05-0.11
2nd-CosArch=GAT2026.05-0.11
JaccardArch=SAGE2026.05-0.11
AngShapeArch=GAT2026.05-0.12
HardCorrArch=PGNN2026.05-0.12
OrthProcArch=GAT2026.05-0.12
PermProcArch=GCN2026.05-0.12
GULPArch=GAT2026.05-0.12
SVCCAArch=SAGE2026.05-0.13
MagDiffArch=SAGE2026.05-0.13
UnifDiffArch=PGNN2026.05-0.13
HardCorrArch=GAT2026.05-0.14
LinRegArch=PGNN2026.05-0.14
RSMDiffArch=GAT2026.05-0.14
JaccardArch=GAT2026.05-0.16
CKAArch=SAGE2026.05-0.17
DistCorrArch=SAGE2026.05-0.17
AD-DistCorrArch=SAGE2026.05-0.18
SVCCAArch=GAT2026.05-0.19
ProcDistArch=GAT2026.05-0.19
RSMDiffArch=GCN2026.05-0.19
MagDiffArch=GAT2026.05-0.19
ConcDiffArch=GAT2026.05-0.2
Multi-Scale CKAArch=SAGE2026.05-0.2
Multi-Scale DistCorrArch=SAGE2026.05-0.2
LinRegArch=SAGE2026.05-0.21